Yes. Fred Astaire has 340 songs listed in a dataset used to train AI music models.

Used for training 340

songs in LAION-DISCO-12M under the artist name

A list of 12 million songs on YouTube Music, gathered by walking artist pages, that LAION published in 2024 for training general music models.

Including The Way You Look Tonight, Boogie Barcarolle, Easter Parade: Happy Easter

Listed under the artist name 340 songs in LAION-DISCO-12M

Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.

The Way You Look Tonight

Listed as Fred Astaire, Jonny Green & His Orchestra – The Way You Look Tonight (Pennies From Heaven - The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video -9F0YYqF9mo · row -9F0YYqF9mo

LAION-DISCO-12M

Boogie Barcarolle

Listed as Fred Astaire, Rita Hayworth – Boogie Barcarolle (You'll Never Get Rich (O.S.T - 1941)) · Watch on YouTube

youtube_video 0KEQ-rt3YUg · row 0KEQ-rt3YUg

LAION-DISCO-12M

Easter Parade: Happy Easter

Listed as Judy Garland, Peter Lawford, Fred Astaire, Ann Miller – Easter Parade: Happy Easter (Vintage Hollywood Classics, Vol. 3: Annie Get Your Gun - Easter Parade - The Pirate - Show Boat & Others (Original Stars, Original Soundtracks)) · Watch on YouTube

youtube_video 14aIrJeRbhQ · row 14aIrJeRbhQ

LAION-DISCO-12M

They Can’t Take That Away From Me (Shall We Dance)

Listed as Fred Astaire, Johnny Green & His Orchestra – They Can’t Take That Away From Me (Shall We Dance) (The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video 1Of8gPNjmtg · row 1Of8gPNjmtg

LAION-DISCO-12M

A Couple Of Swells, From: "Easter Parade"

Listed as Judy Garland, Fred Astaire, Johnny Green And His Orchestra – A Couple Of Swells, From: "Easter Parade" (Vintage Music No. 119 - LP: Judy Garland) · Watch on YouTube

youtube_video 2pSXHoyb7oI · row 2pSXHoyb7oI

LAION-DISCO-12M

Isn’t This A Lovely Day? (Top Hat)

Listed as Fred Astaire, Johnny Green & His Orchestra – Isn’t This A Lovely Day? (Top Hat) (The Essential Collection) · Watch on YouTube

youtube_video 3C3WDoU6g5Y · row 3C3WDoU6g5Y

LAION-DISCO-12M

Pick Yourself Up

Listed as Fred Astaire, Johnny Green & His Orchestra – Pick Yourself Up (With Vocal Refrain - You Must Have Been a Beautiful Baby) · Watch on YouTube

youtube_video 649-dhun6kU · row 649-dhun6kU

LAION-DISCO-12M

Easter Parade Theme

Listed as Judy Garland, Fred Astaire, Johnny Green And His Orchestra – Easter Parade Theme (Vintage Music No. 119 - LP: Judy Garland) · Watch on YouTube

youtube_video 7t113PFaXF8 · row 7t113PFaXF8

LAION-DISCO-12M

Easter Parade: Shakin' the Blues Away

Listed as Judy Garland, Peter Lawford, Fred Astaire, Ann Miller – Easter Parade: Shakin' the Blues Away (Vintage Hollywood Classics, Vol. 3: Annie Get Your Gun - Easter Parade - The Pirate - Show Boat & Others (Original Stars, Original Soundtracks)) · Watch on YouTube

youtube_video A93QVGdTD9c · row A93QVGdTD9c

LAION-DISCO-12M

Top Hat, White Tie and Tails

Listed as Fred Astaire & Johnny Green and His Orchestra, Johnny Green and His Orchestra – Top Hat, White Tie and Tails (Ginger & Fred, Vol. 2) · Watch on YouTube

youtube_video AiD_dG-oFhQ · row AiD_dG-oFhQ

LAION-DISCO-12M

Dearly Beloved

Listed as Fred Astaire, Rita Hayworth – Dearly Beloved (Stars of the Big Screen) · Watch on YouTube

youtube_video BsR76ldur6A · row BsR76ldur6A

LAION-DISCO-12M

I’m Building Up To An Awful Let-Down

Listed as Fred Astaire, Johnny Green & His Orchestra – I’m Building Up To An Awful Let-Down (The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video CI8aocaU5nQ · row CI8aocaU5nQ

LAION-DISCO-12M

Nevertheless

Listed as Fred Astaire, Red Skelton, Anita Ellis – Nevertheless (Party Party 1951) · Watch on YouTube

youtube_video CgIRGAaS5Js · row CgIRGAaS5Js

LAION-DISCO-12M

Slap That Bass (Shall We Dance)

Listed as Fred Astaire, Johnny Green & His Orchestra – Slap That Bass (Shall We Dance) (The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video CvNrFFAWxT8 · row CvNrFFAWxT8

LAION-DISCO-12M

Beginner's Luck

Listed as Fred Astaire, Johnny Green and His Orchestra – Beginner's Luck (1930's : The Way They Were - Vol.5) · Watch on YouTube

youtube_video EDk5GcVGzyE · row EDk5GcVGzyE

LAION-DISCO-12M

How Could You Believe Me When I Said I Love You'

Listed as Fred Astaire, Jane Powell – How Could You Believe Me When I Said I Love You' (Royal Wedding (original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video ENC3O6EcyK8 · row ENC3O6EcyK8

LAION-DISCO-12M

The Way You Look Tonight (Swing Time)

Listed as Fred Astaire, Johnny Green & His Orchestra – The Way You Look Tonight (Swing Time) (The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video ItXLd6yYE_0 · row ItXLd6yYE_0

LAION-DISCO-12M

Nevertheless, I'm In Love With You, Trio

Listed as Fred Astaire, Red Skelton, Anita Ellis, André Previn And His Orchestra – Nevertheless, I'm In Love With You, Trio (Vintage Music No. 154 - LP: Fred Astaire) · Watch on YouTube

youtube_video KeOaKFh0-3Y · row KeOaKFh0-3Y

LAION-DISCO-12M

Top Hat / White Tie and Tails (From "Top Hat")

Listed as Fred Astaire, Johnny Green and His Orchestra – Top Hat / White Tie and Tails (From "Top Hat") (1930s Hollywood Hit Numbers) · Watch on YouTube

youtube_video N3KyJR63mbk · row N3KyJR63mbk

LAION-DISCO-12M

Easter Parade: A Fella with an Umbrella

Listed as Judy Garland, Peter Lawford, Fred Astaire, Ann Miller – Easter Parade: A Fella with an Umbrella (Vintage Hollywood Classics, Vol. 3: Annie Get Your Gun - Easter Parade - The Pirate - Show Boat & Others (Original Stars, Original Soundtracks)) · Watch on YouTube

youtube_video RwfNX-pdztc · row RwfNX-pdztc

LAION-DISCO-12M

Let’s Call The Whole Thing Off (Shall We Dance)

Listed as Fred Astaire, Johnny Green & His Orchestra – Let’s Call The Whole Thing Off (Shall We Dance) (The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video TQHNc4ynGK8 · row TQHNc4ynGK8

LAION-DISCO-12M

Isn’t This A Lovely Day? (Top Hat)

Listed as Fred Astaire, Johnny Green & His Orchestra – Isn’t This A Lovely Day? (Top Hat) (The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video _cDwwGpcyN4 · row _cDwwGpcyN4

LAION-DISCO-12M

I'm Putting All My Eggs into One Basket

Listed as Fred Astaire, Ginger Rogers, Max Steiner – I'm Putting All My Eggs into One Basket (Magical Musicals) · Watch on YouTube

youtube_video bRdLSHxApwc · row bRdLSHxApwc

LAION-DISCO-12M

Bojangles Of Harlem (Swing Time)

Listed as Fred Astaire, Johnny Green & His Orchestra – Bojangles Of Harlem (Swing Time) (The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video c2cD3UWaIk0 · row c2cD3UWaIk0

LAION-DISCO-12M

Where Did You Get That Girl, Duet

Listed as Fred Astaire, Anita Ellis, André Previn And His Orchestra – Where Did You Get That Girl, Duet (Vintage Music No. 154 - LP: Fred Astaire) · Watch on YouTube

youtube_video dDMrRllK9mw · row dDMrRllK9mw

LAION-DISCO-12M

Shall We Dance?

Listed as Fred Astaire, Johnny Green & His Orchestra – Shall We Dance? (We Saw the Sea (That's Entertainment)) · Watch on YouTube

youtube_video dpEsfevxfMg · row dpEsfevxfMg

LAION-DISCO-12M

I’m Putting All My Eggs In One Basket (Follow The Fleet)

Listed as Fred Astaire, Johnny Green & His Orchestra – I’m Putting All My Eggs In One Basket (Follow The Fleet) (The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video eTCSSb-UOdY · row eTCSSb-UOdY

LAION-DISCO-12M

We Saw The Sea (Follow The Fleet)

Listed as Fred Astaire, Johnny Green & His Orchestra – We Saw The Sea (Follow The Fleet) (The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video faYvXm93Cyc · row faYvXm93Cyc

LAION-DISCO-12M

Dearly Beloved

Listed as Fred Astaire, Rita Hayworth – Dearly Beloved (I Love These Songs, Vol. 86) · Watch on YouTube

youtube_video iQLJjzstzBs · row iQLJjzstzBs

LAION-DISCO-12M

Never Gonna Dance (Swing Time)

Listed as Fred Astaire, Johnny Green & His Orchestra – Never Gonna Dance (Swing Time) (The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video jLHJu6kAN_E · row jLHJu6kAN_E

LAION-DISCO-12M

Let’s Face The Music And Dance (Follow The Fleet)

Listed as Fred Astaire, Johnny Green & His Orchestra – Let’s Face The Music And Dance (Follow The Fleet) (The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video kYm-4HkotEQ · row kYm-4HkotEQ

LAION-DISCO-12M

(I’ve Got) Beginner’s Luck (Shall We Dance)

Listed as Fred Astaire, Johnny Green & His Orchestra – (I’ve Got) Beginner’s Luck (Shall We Dance) (The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video lDUzbWIHFl8 · row lDUzbWIHFl8

LAION-DISCO-12M

I’d Rather Lead A Band (Follow The Fleet)

Listed as Fred Astaire, Johnny Green & His Orchestra – I’d Rather Lead A Band (Follow The Fleet) (The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video q-DeNnemWgA · row q-DeNnemWgA

LAION-DISCO-12M

Easter Parade: Steppin' Out with My Baby

Listed as Judy Garland, Peter Lawford, Fred Astaire, Ann Miller – Easter Parade: Steppin' Out with My Baby (Vintage Hollywood Classics, Vol. 3: Annie Get Your Gun - Easter Parade - The Pirate - Show Boat & Others (Original Stars, Original Soundtracks)) · Watch on YouTube

youtube_video qPWn0SSWD00 · row qPWn0SSWD00

LAION-DISCO-12M

A Fine Romance (A Sarcastic Love Song)

Listed as Fred Astaire, Johnny Green & His Orchestra – A Fine Romance (A Sarcastic Love Song) (Al Jolson - Voices of the Century) · Watch on YouTube

youtube_video qkU0M5rMVHM · row qkU0M5rMVHM

LAION-DISCO-12M

They All Laughed (Shall We Dance)

Listed as Fred Astaire, Johnny Green & His Orchestra – They All Laughed (Shall We Dance) (The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video rLDBYE-MawU · row rLDBYE-MawU

LAION-DISCO-12M

I Love Louisa

Listed as Fred Astaire, Van Edelsteyn – I Love Louisa (I Love Louisa (Electro Swing Version)) · Watch on YouTube

youtube_video saaQEd4OmnE · row saaQEd4OmnE

LAION-DISCO-12M

Let Yourself Go (Follow The Fleet)

Listed as Fred Astaire, Johnny Green & His Orchestra – Let Yourself Go (Follow The Fleet) (The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video t07ixQfh5Uc · row t07ixQfh5Uc

LAION-DISCO-12M

Top Hat, White Tie And Tails (Top Hat)

Listed as Fred Astaire, Johnny Green & His Orchestra – Top Hat, White Tie And Tails (Top Hat) (The Essential Collection (Digitally Remastered)) · Watch on YouTube

youtube_video t4MkyqgToQk · row t4MkyqgToQk

LAION-DISCO-12M

(I’ve Got) Beginner’s Luck (Shall We Dance)

Listed as Fred Astaire, Johnny Green & His Orchestra – (I’ve Got) Beginner’s Luck (Shall We Dance) (The Essential Collection) · Watch on YouTube

youtube_video tGspZN3xaCY · row tGspZN3xaCY

LAION-DISCO-12M

What this means

Last reviewed 2026-09-24.

Presence in a public research dataset shows that a clip of your recording was listed by academic or industry researchers as material for building or testing audio models. It does not by itself show which commercial products, if any, used the clip. The legal picture is moving. On 31 July 2026 the Regional Court of Munich I ruled in GEMA's case against Suno (case 42 O 763/25) that reproducing works for training, holding them in a model in retrievable form, and generating similar outputs can each infringe copyright under German and EU law; the judgment is not final and can be appealed. In the United States, Warner Music Group settled its claims against Suno on 25 November 2025 with a licensing deal, while the parallel claims by Universal and Sony were still pending at that point. Since then BMG (12 August 2026) and Believe/TuneCore (8 September 2026) have signed opt-in licensing deals with Suno.

What you can do

3 routes. None is a guarantee.

UK, PRS members. Send PRS for Music your report and ask what collective or licensing route covers your works.
- PRS for Music and Artificial Intelligence, Version 1 (October 2025), 2025-10-01
- PRS for Music: AI and music copyright, 2026-09-24
Germany, GEMA members. GEMA won a first-instance ruling against Suno on 31 July 2026 and has a licensing model. Ask how they apply to your repertoire.
- GEMA: Suno AI and OpenAI, GEMA sues for fair compensation, 2025-01-21
- DLA Piper: GEMA v Suno, Munich Regional Court judgment of 31 July 2026, 2026-08-28
- Music Business Worldwide: Germany's GEMA launches AI Charter, 2024-11-05
Signed to Warner, BMG or Believe/TuneCore. Each has an opt-in licensing deal with Suno. Ask your label what opting in or out means for you and whether any settlement money reaches artists.
- Music Business Worldwide: Warner Music Group settles with Suno, 2025-11-25
- Music Ally: Suno signs another music licensing deal, with BMG, 2026-08-12
- Music Business Worldwide: Suno inks global deal with Believe, 2026-09-08

Is this you?

Check another name

These pages report where identifiers from public research datasets point. Presence in a dataset is a fact about the dataset, not a claim about the channel or artist, and says nothing about what any company did with the material. If you are this artist and want this page removed, see removals.